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CoverX AI

Document AI for independent insurance agencies — reads commercial policy forms, compares quotes side by side, and generates client-ready proposals.

Category
AI Agents
Stack
React · Node.js · Claude API
Overview

CoverX AI gives independent insurance agencies three focused tools that sit at the points in the commercial sales cycle where producer time disappears. The Form Analyzer reads policy documents and surfaces the limits, exclusions, endorsements and wording that deserve a closer look. Quote Comparison organises premiums, limits, deductibles and meaningful coverage differences into a single reviewable view. The Proposal Generator turns that analysis into a structured, client-ready presentation. The product is deliberately scoped: it is built for independent agencies, not for carriers, MGAs, wholesalers, enterprise agencies or franchise networks — and it is designed so the licensed producer stays responsible for the advice.

The hard part

Commercial insurance documents are the worst possible input for an LLM: inconsistent formats, carrier-specific wording, meaning that turns on a single endorsement. The system treats extraction and judgement as separate stages — structured extraction first, comparison against the rest of the submission second — so that a parsing error surfaces as a gap rather than as confident nonsense. Everything is presented for review rather than auto-decided, which is both the correct product design and the correct compliance posture in a licensed profession.

Challenges
  • 01Parsing inconsistent, carrier-specific commercial policy formats
  • 02Surfacing coverage differences that actually matter to a producer
  • 03Staying defensible in a licensed, regulated profession
Solutions
  • Separated structured extraction from comparison judgement
  • Parsing failures surface as flagged gaps, never as confident output
  • Review-first UX — the product presents, the producer decides
What shipped
Form Analyzer for limits, exclusions and endorsements
Side-by-side quote comparison across carriers
Client-ready proposal generation
Scoped deliberately to independent agencies
Review-first design keeping the licensed producer responsible